Production and Machine Scheduling System Integrated with Materials Requirement Planning.

Organizer:

Supported by:

Sponsored by:

CONFERENCE CHAIRS
Conference Chair
Tony Dwi Susanto, S.T., M.T., Ph.D
Institut Teknologi Sepuluh Nopember (ITS), Indonesia
e-mail: generalchair@isico.info
Conference Secretary
Anisah Herdiyanti, S.Kom., M.Sc.
Feby Artwodini M., S.Kom., M.T.
Institut Teknologi Sepuluh Nopember (ITS), Indonesia
e-mail: enquiries@isico.info
Conference Secretariat
Institut Teknologi Sepuluh Nopember (ITS), Surabaya
E-mail: enquiries@isico.info
www.isico.info
iii

PROCEEDING
Information Systems International Conference (ISICO)
Bali, Indonesia,
on December 2nd – 4th 2013
Website: www.isico.info
E-mail: enquiries@isico.info

Editor Team:
Anisah Herdiyanti
Maya Previana Syafitri
Rosalia Valentin Margareta
Copyright © 2013 by the authors and publisher. All right reserved. No part of this publication
may be reproduced or distributed in any form or by any means, or stored in a database or
retrieval system, without the prior written consent of the authors and publisher, including, but
not limited to, in any network or other electronic storage or transmission, or broadcast for
distance learning.

Publisher:
Department of Information Systems,

Institut Teknologi Sepuluh Nopember (ITS)
ITS Campus Sukolilo 60111
Surabaya, East Java
Phone: 031-5999944
Fax: 031-5964965

iv

Committee | v

COMMITTEE
Head of Department of Information Systems,
Institut Teknologi Sepuluh Nopember
Dr. Eng. Febriliyan Samopa, S.Kom, M.Kom
SCIENTIFIC COMMITTEESS
1.
2.
3.
4.
5.

6.
7.
8.
9.
10.
11.
12.
13.
14.
15.
16.
17.
18.
19.
20.
21.
22.
23.
24.
25.

26.
27.
28.
29.
30.
31.
32.
33.
34.
35.
36.

Prof. Ir. Arif Djunaidy, M.Sc., Ph.D (Institut Teknologi Sepuluh Nopember, Indonesia)
Prof. Dr. Ir. Mauridhi Hery P., M.Eng. (Institut Teknologi Sepuluh Nopember, Indonesia)
Prof. Dr. Drs. Mohammad Isa Irawan, M.T. (Institut Teknologi Sepuluh Nopember, Indonesia)
Prof. Drs. Ec. Ir. Riyanarto Sarno, M.Sc., Ph.D (Institut Teknologi Sepuluh Nopember, Indonesia)
Dr. Ir. Achmad Affandi, DEA (Institut Teknologi Sepuluh Nopember, Indonesia)
Dr. Apol Pribadi, S.T., M.T. (Institut Teknologi Sepuluh Nopember, Indonesia)
Dr. Ir. Arry Akhmad Arman, M.T. (Institut Teknologi Bandung, Indonesia)
Drs. Edi Winarko, M.Sc., Ph.D (Universitas Gadjah Mada, Indonesia)

Erma Suryani, S.T, M.T., Ph.D (Institut Teknologi Sepuluh Nopember, Indonesia)
Dr. Eng. Febriliyan Samopa, S.Kom, M.Kom. (Institut Teknologi Sepuluh Nopember, Indonesia)
Dr. I Ketut Eddy Purnama, S.T., M.T. (Institut Teknologi Sepuluh Nopember, Indonesia)
Dr. Ir. Gusti Ayu Putri Saptawati, M.Comm. (Institut Teknologi Bandung, Indonesia)
Mahendrawathi ER., S.T., M.Sc., Ph.D (Institut Teknologi Sepuluh Nopember, Indonesia)
M. Ivan Fanany, S.Si., M.Kom., Ph.D. (Universitas Indonesia, Indonesia)
Dr.Ing. Ir. M. Sukrisno Mardiyanto (Institut Teknologi Bandung, Indonesia)
Dr. Noor Akhmad Setiawan (Universitas Gadjah Mada, Indonesia)
Dr. Ir. Petrus Mursanto, M.Sc. (Universitas Indonesia, Indonesia)
Dr. Ir. Rinaldi Munir (Institut Teknologi Bandung, Indonesia)
Dr. Ir. Siti Rochimah, M.T. (Institut Teknologi Sepuluh Nopember, Indonesia)
Dr. Sony Sunaryo, M.Si. (Institut Teknologi Sepuluh Nopember, Indonesia)
Dr. Suhartono, S.Si., M.Sc. (Institut Teknologi Sepuluh Nopember, Indonesia)
Tony Dwi Susanto, S.T, M.T., Ph.D (Institut Teknologi Sepuluh Nopember, Indonesia)
Dr. Tutun Juhana (Institut Teknologi Bandung, Indonesia)
Ir. Wahyu Catur Wibowo, M.Sc., Ph.D (Universitas Indonesia, Indonesia)
Waskitho Wibisono, S.Kom., M.Eng., Ph.D (Institut Teknologi Sepuluh Nopember, Indonesia)
Yusep Rosmansyah., S.T., M.Sc, Ph.D (Institut Teknologi Bandung, Indonesia)
Ahmad Mukhlason, S.Kom, M.Sc. (Institut Teknologi Sepuluh Nopember, Indonesia)
Arief Kurniawan, S.T., M.T. (Institut Teknologi Sepuluh Nopember, Indonesia)

Arif Wibisono, S.Kom., M.Sc. (Institut Teknologi Sepuluh Nopember, Indonesia)
Anisah Herdiyanti, S.Kom., M.Sc. (Institut Teknologi Sepuluh Nopember, Indonesia)
Amalia Utamima S.Kom., MBA (Institut Teknologi Sepuluh Nopember, Indonesia)
Danu Pranantha S.T., MSc. (Institut Teknologi Sepuluh Nopember, Indonesia)
Diana Purwitasari, S.Kom., M.Sc. (Institut Teknologi Sepuluh Nopember, Indonesia)
Effi Latiffianti, S.T., M.Sc. (Institut Teknologi Sepuluh Nopember, Indonesia)
Hanim Maria Astuti, S.Kom., M.Sc. (Institut Teknologi Sepuluh Nopember, Indonesia)
Irmasari Hafidzh S.Kom., M.Sc. (Institut Teknologi Sepuluh Nopember, Indonesia)

v

vi | Committee

37.
38.
39.
40.
41.
42.
43.

44.
45.

Irwan Purnama, M.Sc., Eng. (Lembaga Ilmu Pengetahuan Indonesia - LIPI, Indonesia)
Nisfu Asrul Sani S.Kom., M.Sc. (Institut Teknologi Sepuluh Nopember, Indonesia)
Nur Aini Rakhmawati, S.Kom, M.Eng.Sc. (Institut Teknologi Sepuluh Nopember, Indonesia)
Prasetiyono Hari Mukti, S.T., M.T., M.Sc. (Institut Teknologi Sepuluh Nopember, Indonesia)
Radityo Anggoro S.Kom., M.Sc. (Institut Teknologi Sepuluh Nopember, Indonesia)
Renny Pradina Kusumawardani, S.T., M.T. (Institut Teknologi Sepuluh Nopember, Indonesia)
Retno Aulia Vinarti, S.Kom., M.Kom. (Institut Teknologi Sepuluh Nopember, Indonesia)
Rully Agus Hendrawan, S.Kom., M.Eng. (Institut Teknologi Sepuluh Nopember, Indonesia)
Wijayanti Nurul Khotimah S.Kom., M.Sc. (Institut Teknologi Sepuluh Nopember, Indonesia)

vi

Preface | vii

PREFACE
Dear Participants of ISICO 2013,
Welcome to Information Systems International Conference (ISICO) 2013. Thank you for

coming and your participation in this conference. Information Systems International
Conference (ISICO) 2013 is the second International Conference on Information Systems
organized by Department of Information Systems, Institut Teknologi Sepuluh Nopember
(ITS), Institut Teknologi Sepuluh Nopember (ITS) Surabaya, Sekolah Tinggi Manajemen
Informatika dan Teknik Komputer (STIKOM) BALI and Overseas Indonesian Students
Association Alliance (OISAA). This conference is supported by National Taiwan
University of Science and Technology (NTUST), Pusan National University (PNU),
Asosiasi Perguruan Tinggi Informatika dan Komputer (APTIKOM) and Indonesian Scholars
Journal (IS Journal). ISICO 2013 aims at facilitating a meeting to discuss the curriculum of
Information Systems following IT trends, a means to update IT trends especially in
database and technology, and a way to discuss the alignment among IT, people and
business. Other aims of this conference are as follows:
1. to update, evaluate, and expand knowledge about Information Systems (IS)
curriculum, and to accommodate a room for discussion regarding curriculum of
Information Systems in Indonesia
2. to update IS trends and research
3. to expand networks and share information about collaboration opportunities in
research, project, or education programs among the participants
4. to be part of the initiation of the Association for Information Systems (AIS)
chapter of Indonesia (I-AIS) that will be the international network node of

academics and practitioners in the Information Systems discipline in Indonesia
5. to establish long-term strategic partnerships and to develop knowledge transfer
between academic institution and industry and those who are involved in the
ISICO 2013
This conference invites participants from all over the world to join by submitting their
work represented in research full papers on the subject related to Information Systems.
We also welcome participants from academics and praticitioners to join our fruitful
conference program. Several experts in the field of information systems are also invited
to be the ISICO 2013′s committee members. Enjoy the conference, thank you for coming
and your contribution in this conference and we also would like to thank to all organizers,
supported organizations and sponsors of ISICO 2013.
Yours very truly,
Conference Chair of ISICO 2013

Tony Dwi Susanto
vii

Contents |

ix

CONTENTS
COMMITTEE ............................................................................................................................................. v
PREFACE ................................................................................................................................................ vii
Management, Economics and Business Track ........................................................................................... 1
Building Successful Environmental Information Systems (EIS) ...................................................................... 1
Wahyudi Agustiono
Analysis and Design Application for Quantifying IT Business Value .............................................................. 7
Stanley Karouw, Hans Wowor
Does Enterprise Architecture Give Value to e-Government in Developed Countries? ................................. 13
M. Ali Hanafiah, Robert Goodwin
Usability Testing on Flight Searching Website Using Heuristic Evaluation.................................................. 19
Rianto, Ridi Ferdiana
Web Tags Formatting with Multilevel Numbering ...................................................................................... 25
Andrea Stevens Karnyoto, Marius Limpo
I o atio Diffusio a d Adoptio of Wil ar’s Geographi I for atio S ste s GIS i Wil ar's I traOrganization ................................................................................................................................................ 31
Kristina Gloria Simanjuntak, Danang Junaedi
E-Learning User Interface Acceptance Based on Analysis of User's Style, Usability and User Benefits ....... 37
Ramadiani, Rodziah binti Atan
The Development of KPI for Measuring ICT Support Service Quality ........................................................... 43

Rozi Nor Haizan, N., Rose Alinda, A., Azizah, A.R.
Web Site Usability Evaluation: An Exploratory Study on the Web Site of Directorate General of Higher
Education ..................................................................................................................................................... 49
Imam Azhari, Agus Harjoko
Applying ITIL Based Software Inside U i ersit ’s ICT Ce tre to ard Co ti ual Ser i e I pro e e t ....... 55
Tawar
Cognitive Task Analysis: A Contextual Inquiry Study on Basic Computer and Information Literacy Skills
among Physicians ........................................................................................................................................ 61
Fozia Anwar, Suziah Sulaiman, P.D.D.Dominic
Measuring Quality of Asian Airline Websites Using Analytical Hierarchy Process: A Future Customer
Satisfaction Approach.................................................................................................................................. 67
Humera Khan, P.D.D.Dominic
Pra titio ers’ Validatio o Effe ti e ess of Mo ile S hool Model ............................................................ 73
Ahmad Sobri Hashim, Wan Fatimah Wan Ahmad, Azizah Jaafar, Shahrina Md Nordin
Factor Analysis: An Applied Approach towards the Adoption of Cloud Computing to Enhance the
Healthcare Services in Malaysia .................................................................................................................. 79
P.D.D.Dominic, Kalai Anand Ratnam
A Model of Feedback Relationships between Software Maintenance and Information Systems Staff
Management: A Case of an E-government System ..................................................................................... 85
Gunadi, Geoffrey A. Sandy, and G. Michael McGrath
Evaluating the QOS for E-Commerce Architecture Using Proposed WQM Algorithm ................................. 92
Riktesh Srivastava

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Private Healthcare in Malaysia: Investigation on Technology Profiles and Technology Acceptance Factors
..................................................................................................................................................................... 98
Aliza Sarlan, Rohiza Ahmad, Wan Fatimah Wan Ahmad, P.D.D. Dominic
Information Technology Governance Using COBIT 4.1 Framework for Supporting Service of Information
Technology (Case Study: PT. Pupuk Sriwidjaja Palembang) ..................................................................... 104
Stenly Heryudo, Angelina Prima Kurniati, Erda Guslinar Perdana
User Testing of a System Prototype for Adaptive English Learning using Perturbation Learner Model.... 110
Nguyen Viet Dung, Suziah Sulaiman, Mohd Fadzil Hassan
An IT Infrastructure Library (ITIL) Maturity Strategy for Private Cloud Sourcing Models: A Literature Review
and Research Methodology Formation ..................................................................................................... 116
Alma Miller, Enrique Campos-Nanez, Pavel Fomin, James Wasek
An Impact Analysis of Social Media Strategy for a Customer Engagement of an Indonesian Pop Band (ADA
Band) ......................................................................................................................................................... 122
Rabekha Delia Angiani, Alva Erwin, Mohammad A. Amin Soetomo, Maulahikmah Galinium
Analyzing Surabaya City Government E-Procurement Success Using Information Systems Success Model
................................................................................................................................................................... 128
Mudjahidin, Rizka Marsa P, Bambang Setiawan, Hatma Suyotrisongko
The Custo izatio of the ISACA’s Fra e ork as a Audit Model for Large Scale (Enterprise) Web
Applications ............................................................................................................................................... 134
Gede Karya, Veronica S. Moertini
Comparative Study of E-Government Enterprise Architecture by Secondary Attributes of 3 Asian Countries
................................................................................................................................................................... 140
Khakim Ghozali, Yudho Giri Sucahyo
Internet Center (Warnet) Diffusion in Rural Villages to Sustain Economic Development or Part of Global
Big Data Trend? ......................................................................................................................................... 147
Rudi Rusdiah
Analyzi g the I flue e of I for atio S ste ’s Qualit , User Satisfa tio a d Net Be efit of E-Learning
Users .......................................................................................................................................................... 155
Aris Kusumawati, Apol Pribadi, Hanim Maria Astuti
Creating the Document of Software Development Quality Assurance of School Social Network (SSN) based
on IEEE 730-2002 Standard ....................................................................................................................... 161
Achmad Holil Noor Ali, Ika Nurkhasanah, Hanim Maria Astuti
Factors affecting the acceptance of Enterprise Resource Planning software: a case study in a
manufacturing company ........................................................................................................................... 167
Tony Dwi Susanto, Benediktus Kukuh Ganang Indarto, Anisah Herdiyanti
Education and Curriculum Track ........................................................................................................... 175
Designing an Exciting Self-Regulated, Indigenized and Rhizomatic Courseware Environment ................. 177
Maria Victoria Pineda
Exploratory Investigation of Potential Signature Pedagogies in the Information Systems Discipline ....... 184
Yenni Merlin Djajalaksana, James A. Eison, Robert F. Dedrick
Study and Development of Learning Object Repository (LOR) Service in Rural Area Using the Perspective of
Product Service System .............................................................................................................................. 190
Andrew Fernando Pakpahan
Factors that Associate with the Selection of Instructional Strategies in Information Systems Discipline . 196
Yenni Merlin Djajalaksana, Robert F. Dedrick, James A. Eison
E-Learning based on WBLP versus E-Learning Based On WBIS ................................................................. 202
Florentina Yuni Arini, Sunarmi

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xi

Curriculum Structure of the Undergraduate Programs of Information Systems in Indonesia in the Year of
2013 ........................................................................................................................................................... 207
Arif Wibisono, Amna Shifia Nisafani
How to Integrate XBRL into Accounting Curriculum at Banjarmasin State Polytechnic ............................ 213
Noor Romy Rahwani
Dash oard I for atio S ste for Stude t’s Chara ter Assess e t ....................................................... 219
Dony Saputra, Dedi Royadi, Zainul Hakim
Let’s Keep o Readi g: User-Centered Design of an Online Book Loan System for University Students in
Bandung .................................................................................................................................................... 225
Maria Elnymesia Birgita, Johanna Renny Octavia Hariandja
Implementing Quiz Creator to Improve the Quality of Education ............................................................. 231
Heny Pratiwi, Ekawati Yulsilviana
Minecraft: A Game as an Education and Scientific Learning Tool ............................................................. 237
Glenn Ekaputra, Charles Lim, Kho I. Eng
A Proposed Model for Animation of Malay Folktales for Children ............................................................ 243
Norshahila I rahi , Wa Fati ah Wa Ah ad, A’fza Shafie
Evaluating Educational Mobile Games for School Children ....................................................................... 249
Sarmad Soomro, Wan Fatimah Wan Ahmad, Suziah Sulaiman
E-Learning Activity based on EMM and ADKAR Change Management for Elementary Schools ............... 255
Sari Dewi Budiwati, Armein Z. Langi
Artificial Intelligence and Enterprise Systems Track .............................................................................. 261
Design of an Intelligent Warehouse Management System ....................................................................... 263
Reza Pulungan, Simon Pulung Nugroho, Nova El Maidah, Tri Bowo Atmojo, Putut Dewanto Hardo,
Panggih Pawenang
Comparison of Intelligent Water Drops and Backtrack Algorithm in Solving Travelling Salesman Problem
................................................................................................................................................................... 269
Indra Maryati, Gunawan
Supply Chain Management Implementation for Food Security besides Rice (Cassava) Using ERP Software
................................................................................................................................................................... 275
Erma Suryani, Retno Aulia Vinarti, Kukuh Pratama, Radityo Prasetianto Wibowo
The Adequate LTE Downlink Scheduling Scheme for Video Streaming Services ........................................ 282
Ulil S. Zulpratita
Fuzzy AHP Based Decision Support System for SKTM Recipient Selection ................................................. 288
Cut Fiarni, Arief Gunawan, Asti Lestari
Dash oard Marketi g S ste for Stude t’s E roll e t. Case Stud : UNIS Ta gera g ........................... 294
Dony Saputra, Oleh Soleh, Meta Amalya Dewi
Development of Drowsiness Detection System with Analyzing Attetion and Meditation Wave Using
Support Vector Machine Method .............................................................................................................. 300
Indoriko Shin, Bambang Setiawan, Febriliyan Samopa , Hatma Suryotrisongko, Faizal Johan Atletiko,
Radityo P. Wibowo
Development of Drowsiness Detector System for Late Night Shift Worker Using Support Vector Machine
Method with Neurosky Mindwave Mobile ................................................................................................ 307
Izzat Aulia Akbar, Febriliyan Samopa, Bambang Setiawan, Hatma Suryotrisongko, Faizal Johan Atletiko,
Radityo P Wibowo
Feature-Based Sentiment Analysis in Online Review with Semi-Supervised Support Vector Machines
(S3VMs) ...................................................................................................................................................... 314
Jessie Setiady, Warih Maharani, Rita Rismala

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Academic Mining to Assist the Guardian Mechanism Using Naive Bayes Classifier ................................. 320
Veronikha Effendy, Thee Houw Liong
Path Analysis Method for Identification Enabler of Enterprise Governance in Implementation of Vocational
Higher Education Governance ................................................................................................................... 325
Heru Nugroho, Kridanto Surendro
Design Analysis of the Footsteps Identification through the Recognition of Home Occupant Walking Habits
................................................................................................................................................................... 331
Eko Polosoro, Jazi Eko istiyanto, Agfianto Eko Putra
Batik Image Classification Rule Extraction using Fuzzy Decision Tree ....................................................... 337
Anita Ahmad Kasim, Retantyo Wardoyo
Analysis of Automated Scheduling System Case Study Oral Final Study Examination in Swiss German
University ................................................................................................................................................... 342
James Purnama, Julius Polar, Maulahikmah Galinium
Dynamic Simulation Model to Reduce Electricity Distribution Losses in Medium and Low Voltage Networks
................................................................................................................................................................... 348
Erma Suryani, Umi Salama, Rully Agus Hendrawan, Achmad Jauhari
Knowledge Sharing on Post-Harvest Product from Industrial Tree for Business ....................................... 355
Dian Anubhakti, Basuki Hari Prasetyo, Nazir Harjanto
A Model of Posted-Price Opaque Booking System Implemented for Indonesian-Market Online Travel
Agent. Case Study: Klikhotel.com .............................................................................................................. 361
Niko Ibrahim, Verliyantina
Twitter Sentiment Analysis and Insight for Indonesian Mobile Operators ................................................ 367
Hansen Wijaya, Alva Erwin, Amin Soetomo, Maulahikmah Galinium
Can "Quality of Sleep" Be Evaluated from Hypnogram? - Estimation of Factor Score of Oguri-Shirakawa Azumi Sleep Inventory by Artificial Neural Network- ................................................................................ 373
Tomohiko Igasaki, Yosuke Taniyama, Yudai Matsuda, Nobuki Murayama
Comparing Clasification Algorithm Of Data Mining to Predict the Graduation Students on Time............ 379
Imam Tahyudin, Ema Utami, Armadyah Amborowati
Automatic Demographic Classification of Indonesian Twitter Users......................................................... 385
Hashfi Rasis, Alva Erwin, James Purnama, Maulahikmah Galinium
The Application of Extended Weighted Tree Similarity Algorithm in Online Commodity Exchange of Agro
Forward Auction Market in Central Java Province .................................................................................... 390
Johan J.C. Tambotoh, Wiwin Sulistyo, Jasson Prestiliano
Solving University Timetabling Problem Using Harmony Search: a Case Study in STMIK Mikroskil .......... 397
Harrison, Hardy, Ng Poi Wong
Analyzing Rice Demand and Supply Behavior for Food Availability: a System Dynamics Model. Case Study:
Sub-Regional Surabaya, Gresik and Sidoarjo) ........................................................................................... 403
Erma Suryani, Diajeng Permata I.J., Rully Agus Hendrawan, Lily Puspa Dewi
Recognition of Handwriting Based on Signature and Digit of Character Using Multiple of Artificial Neural
Networks in Personality Identification....................................................................................................... 410
Esmeralda C Djamal, Sheldy Nur Ramdlan, Jeri Saputra
Virtual Reality: An Alternative Tools for Knowledge Acquisition Process .................................................. 416
Siti Rohajawati, Dana Indra Sensuse, Astrid Sugiana
The Comparison of CBA Algorithm and CBS Algorithm for Meteorological Data Classification ................ 423
Mohammad Iqbal, Imam Mukhlash, Hanim Maria Astuti

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Contents | xiii

Visualization of Intelligent System using Decision Tree and Fuzzy Clustering for Heart Disease Early
Detection ................................................................................................................................................... 429
Wiwik Anggraeni, Achmad Pramono, Retno Aulia Vinarti
The Influence of Parameter Choice on the Performance of SVM RBF Classifiers for Argumentative Zoning
................................................................................................................................................................... 437
Renny Pradina Kusumawardani, Bambang Riyanto Trilaksono, Masayu Leylia Khodra
Software Engineering and Design Track ................................................................................................ 445
Simulation System for Document Image Restoration Using Mean Shift Filtering and Multi Directional
Wavelet Transform .................................................................................................................................... 447
Ridha Sefina Samosir
Production and Machine Scheduling System Integrated with Materials Requirement Planning .............. 453
Meliana Christianti J., Yogha Satya Utama
Digital Color Image Encryption Using RC4 Stream Cipher and Chaotic Logistic Map ................................ 459
Ni G. A. P. Harry Saptarini, Yosua Alberth Sir
Document Authentication Using Print-Scan Image Watermarking Based on DCT (Discrete Cosine
Transform) Algorithm ................................................................................................................................ 465
Nazori Agani, M. Iman Wahyudi, Riyanto
Embedding and Extracting Technique for Implementing Image Watermarking Based on DCT (Discrete
Cosine Transform)...................................................................................................................................... 471
Irfan, Nazori Agani
Issues of the Morphological Analysis in Comparison with the Compound Noun Extraction Analysis for a
Patent Document....................................................................................................................................... 477
Kyoko Yanagihori, Kazuhiko Tsuda
Semantic Analysis of Structured High-definition MPEG-2 Soccer Video Using Bayesian Network ............ 483
Jiang Feihu, Hiroyoshi Morita, Akiko Manada
Developing Web Services for Data Integration and Distribution Presence System for Lecturer, Assistant,
and Students using Agile Unified Process .................................................................................................. 491
Fandy Setyo Utomo, Berlilana, Rujianto Eko Saputro
The Development of Visit Ancol Dreamland with Augmented Reality (VADAR) Mobile Application......... 497
Hery Herawan, Lulu Chaerani Munggaran
Detection of a Person Awakening or Falling Out of Bed Using a Range Sensor ........................................ 503
Geer Cheng, Sawako Kida, Hideo Furuhashi
Implementation of Digital Signage for Digital Communication Media ..................................................... 509
Awan Setiawan, Iwan Abadi, Sheilfiyanti Abdul Rahman
Metadata for Creating and Displaying Dashboard in XML Schema .......................................................... 514
Rosni Lumbantoruan
Designing Portal Amazing North Sulawesi Using Pusilkom Agile Unified Process Methodology .............. 520
Stanley Karouw, Hans Wowor, Gene Kapantow
Development System With The Attendance of Content Based Image Retrieval (CBIR) .............................. 526
Pandapotan Siagian, Erick Fernando, Sindak Hutauruk
Geographic Information System For Mapping Place Of Health Care Using Algorithm A* ........................ 532
Pandapotan Siagian, Erick Fernando, Sindak Hutauruk
An Holistic Evaluation of Federated SPARQL Query Engine....................................................................... 538
Nur Aini Rakhmawati
Analysis of MySql Server and MySql Cluster on the Cloud Computing ...................................................... 545
Zefriansyah, Fathir Wafda, Teddy Juana, Yuwaldi Away

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Colorectal Cancer Classification using PCA and Fisherface Feature Extraction Data from Pathology
Microscopic Image..................................................................................................................................... 551
Fajri Rakhmat Umbara, Adiyasa Nurfalah, The Houw Liong
Dashboard for Monitoring Network Operations ....................................................................................... 557
Eka Stephani Sinambela
Review on Data Mining Methods for Tuberculosis Diagnosis ................................................................... 563
Rusdah, Edi Winarko
GPU-Based Parallel Programming for Digital Document Image Classification ......................................... 569
Refi Sencia Dity, James Purnama, Reggio N. Hartono, Maulahikmah Galinium
An Interface Model for Information Visualization of Multiple Electronic Health Records ......................... 575
Muhammad Sheraz Arshad Malik , Suziah Sulaiman
A Preliminary Study on The Impact of Knowledge Collection Behavior and Creative Intention on
Progra
er’s Creati it ............................................................................................................................ 581
Aamir Amin, Shuib Basri, Mohd Fadzil B Hassan, Mobashar Rehman
Campus of Del Polytechnic of Informatics in Geographic Information System Representation ................ 586
Humasak T.A. Simanjuntak
A Parallel Architecture for Multiple-Face Detection Technique Using AdaBoost Algorithm and Haar
Cascade ..................................................................................................................................................... 592
Hadi Santoso, Reza Pulungan
A Web-Based Tool Support for Automating Software Effort Estimation ................................................... 598
Zhamri Che Ani, Shuib Basri
Integrating IQ Engines Smartcamera and Google API for Android to Find Books through Google Books 605
Stefanus, James Purnama, Maulahikmah Galinium
Integrated Application Agent-Based Services............................................................................................ 611
Susmini Indriani Lestariningati
Intensive/High Care Unit System for Long-Term Monitoring of Heart Rate Variability ............................ 618
Faizal Mahananto, Shugo Kurose, Tomohiko Igasaki, No uki Muraya a, Ju ’i hi Maehara
Developing Android-Based Personal Emergency Notification System with Global Positioning System as an
Alternative Handling for Public Safety ....................................................................................................... 624
Widiasa Wijaya, Bambang Setiawan, Hatma Suryotrisongko, Febriliyan Samopa, Nisfu Asrul Sani
Assessment of Color Levels in Leaf Color Chart Using Smartphone Camera with Relative Calibration ..... 631
Yuita Arum Sari, R V Hari Ginardi, Riyanarto Sarno
Metrics and Attributes for Assessing the Stability of Handheld Application Usage .................................. 637
Amalina Farhi Ahmad Fadzlah
Privacy and Security in Cloud Environment: A Survey of Recent Development ......................................... 643
Amal Alsubaih, Alaaeldin Hafez, Khaled Alghathbar
Developing Independent Data Mart and Analysis Tools as Standalone Application ................................. 650
Rully Agus Hendrawan
Information, Network and Computer Track .......................................................................................... 625
Secure and Private Content Distribution in the DRM Environment ........................................................... 659
Antonius Cahya Prihandoko, Hossein Ghodosi, Bruce Litow
Diffusion Analysis of F-function on KASUMI Algorithm ............................................................................. 665
Rizki Yugitama, Bety Hayat Susanti, Magfirawaty
Utilizing Instant Messaging for Real-Time Notification and Information Retrieval of Snort Intrusion
Detection System ....................................................................................................................................... 671
Hargyo Tri Nugroho, Bagas Adi Wicaksono

xiv

Contents | xv

Online Privacy Awareness using Social Media: A Case Study of Malaysian Youth .................................... 676
Kamarul F. Hashim, Ammar Rashid, Shafiz Affendi Mohd Yusof
Malware Attacks Intelligence in Higher Education Networks ................................................................... 681
Charles Lim, Louis Lukito
Holistic Approach for Memory Analysis in Windows System ..................................................................... 687
K. A. Z. Ariffin, A.K Mahmood, J. Jaafar, S. Shamsuddin
Implementation Analysis of Simplified AES (S-AES) Algorithm on Matyas-Meyer-Oseas (MMO), DaviesMeyer (DM), and Miyaguchi-Pre eel MP S he es usi g Yu al’s Birthda Atta k ................................. 694
Elena Sabarina, Bety Hayat Susanti, Agus Winarno
A al sis of the Use of Whirlpool’s S- o , S a d S SEED’s S-box in AES Algorithm with SAC Test.......... 700
Novita Angraini, Bety Hayat Susanti, Magfirawaty
Improving TCP Fairness Flows in Wireless Ad Hoc Networks .................................................................... 706
Hatim Mohamad Tahir, Abas Md Said, Alex W.M. Tan
General Topics in Information Systems Track ........................................................................................ 711
Twitter Used by Indonesian President: An Sentiment Analysis of Timeline ............................................... 713
Paulina Aliandu
Failure to Launch: Scope Creep and Other Causes of Failure .................................................................... 718
Samiaji Sarosa
A Theoretical Knowledge Transfer Model in Disaster Management in Malaysia...................................... 724
Kamarul F Hashim, Mazida Ahmad
Optimum Sizing of Photovoltaic-Wind Power Hybrid System For Small Information System Center in Perlis,
Malaysia .................................................................................................................................................... 730
M. Irwanto, Y.M. Irwan, N. Gomesh, S. P. Hadi
Social Evolution in Human Relations Behavior of Utilizing Facebook ........................................................ 735
Syahida Mohd Nazri, Zulkifli Abd. Latiff
Appendix: Poster Abstracts .................................................................................................................. A-1
Ekispedia Series, the Innovative Islamic Economics Learning Media Software-Based Mobile Phones....... A-3
Robi Awaluddin, Nisa Rahmah Suci, Tia Meida Sopian
The Implementation of Information Security Management System (ISMS) ISO 27001:2005 on Perbanas
University .................................................................................................................................................... A-5
IGN Mantra

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Information Systems International Conference (ISICO), 2 – 4 December 2013

Production and Machine Scheduling System Integrated with
Materials Requirement Planning
Meliana Christianti J., Yogha Satya Utama
Meliana Christianti J.*, Yogha Satya Utama**
* Department of Informatics Engineering, Faculty of Information Technology, Maranatha Christian University
** Department of Informatics Engineering, Faculty of Information Technology, Maranatha Christian University

Keywords:

ABSTRACT

Production
Scheduling
Materials
Requirement
Planning

Production and machine scheduling is important for any corporation in order
to meet the customers demand. Literatures show that integration between
customer orders and materials availability is important combination. This
paper presents the prototype for a production and machine scheduling system
to improve and maximize the integration with materials requirement
planning. In this paper, a software development life cycle was applied as the
research methodology. The authors used unified modeling language for the
analysis and design of the application. After requirements identification
phase, the application prototype was built and presented to the application
users. The results of this research are an application prototype that helps to
record production data and could be accessed to know the production process
integrated with materials requirement planning.
Copyright © 2013 Information Systems International Conference.
All rights reserved.

Corresponding Author:

Meliana Christianti J.,
Department of Informatics Engineering, Faculty of Information Technology,
Maranatha Christian University
Jl. Prof. drg. Surya Sumantri No. 65, Bandung, Indonesia.
Email: meliana.christianti@it.maranatha.edu

1.

INTRODUCTION
Production and machine scheduling is important for companies. There are times when the
availability of the raw materials and the demand level of the final products do not match. The company has to
fulfill customer orders because the number of customer orders improves the production process to meet the
needs of customers. With a continuous production process, the company will face difficulties to monitor the
production and raw materials inventory simultaneously. Ineffective machine scheduling in the company
creates opportunity loss. To improve and maximize the production process, a company needs an application
to plan an effective machine scheduling that integrated with materials requirement planning in the production
process. This paper will answer the following research questions: (1) How to develop the production process
and machine scheduling system for PT. X? (2) How to manage the production process and materials
requirement planning with integrated application?
This research will analyze and designed a system that will help the recording of production data and
can be accessed real-time. So, the company will know the productivity level for the next production process
any time. Additionally, the system can help the machine scheduling that will be integrated and connected
directly to the production and inventory system. To assist the owners of the company, the application will
send the information to validate the production process carried out through short message services whether or
not the owners are located at the office and factory.

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454 | Software Engineering and Design Track
2.

RESEARCH METHOD
The production represents activities that transform inputs to outputs. There are several purposes of
production is to add the value of goods or services, to change the shape of goods or services, to satisfy human
needs, to expand employment opportunities, and to achieve maximum profits [1]. Production involves several
components such as the raw materials as inputs, the manufacturing process depending on what industry this
company is in, and the finished goods as the outputs.
Among many problems, the sale price of the company's products remains among the most difficult
ones to handle. The selling price of the company's products can determine whether the company can survive
the competition in the industry. Selling price that is too high can prevent public not to buy or reduce the
number of products purchased which will limit its revenues and profits. In contrast, the selling price that is
too low will prevent to achieve planned operating income. Therefore, setting the right price is very important
for any companies. It is important, however to realize that production capacity does not simply reflect the
actual production rates [2].
Scheduling is a process to manage the work sequence. This can be done with or without a computer
system. The key to making an effective and efficient scheduling is the decision to determine who should be
running the process and when or how long the process will be operated [3]. A good scheduling system should
ultimately cater to the company‘s needs and available resources. Thus, a tailored scheduling system should
be the best option when it is available.
There is a module that is called the Materials Requirement Planning (MRP) which manages the
material level to be stored and to be ordered [4]. The MRP system may send daily planned orders to carry out
a real-time production schedule. At the same, orders can be sent to suppliers in order to notify them for any
purchase of raw materials. Briefly, MRP can be described as a computer modeling technique that allows a
demand-driven production execution. It determines what to produce, when to produce and how much to
produce at specific times [5].
Software Development Life Cycle (SDLC) models are tools to develop software in order to meet a
business needs [6]. The SDLC was employed as the research methodology starting from a project initiated as
a part of business process analysis, application design, application builds using programming language,
testing, implementation and maintenance. The application was designed with Unified Modeling Language
(UML). At the completion of the application were performed in order to achieve the intended quality.
3.

RESULTS AND ANALYSIS
The following description illustrates the business process of PT.X. The production process starts
from the owners plan to undertake the production of goods and identification of the raw materials needed for
production. This information was deployed to the production department. The department of production
receives a list of materials required and the availability of the raw materials required will check. If the raw
materials are not sufficient to satisfy the customer orders, warehouse will notify the production department
and notify the procurement staffs. The owner decided whether or not a procurement of raw materials or a
rejection of the production should be made. If the raw materials are available, the warehouse will mark the
raw materials to be used and prepare the raw materials. After all the raw materials available, the production
department will process the raw materials accordingly. The results of the production process will be recorded
and be given to the warehouse.
The machine scheduling process is part of the production process for determining which machine to
be used in the production process, considering the duration of the production process. This process begins
when raw materials are ready for production, continued by having the production machine staff to check the
production plan. Afterward, the production staff will determine which machine to be used in accordance with
the categories and types of production machines. Then, the department of production will set the hours that
will not interfere with the other production schedule on the particular machine. Productions will be carried
out in accordance with the schedule.
Based on these business processes, an application prototype has been developed. The following
figures show examples of use case diagram (Figure 1) and class diagram (Figure 2) that are implemented in
the application.

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Software Engineering and Design Track | 455

Figure 1. Use Case Diagram – Manage Production Process

Figure 2. Class Diagram – Production and Machine Scheduling System

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456 | Software Engineering and Design Track
This section will explain the results of a system prototype developed in this research. Figure 3
shows machines information details to show that a particular machine is ready to be used for production.

Figure 3. Machine Information Details

Figure 4 shows an input form to set up the production type and the bill of materials for the materials
requirement planning prior to the execution of production.

Figure 4. Materials Requirement Form

Figure 5 shows the production process information that consists of material selection, machine
occupancy, order execution time set up, and production result confirmation after the production process is
finished.

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Software Engineering and Design Track | 457

Figure 5. Orders Execution

Figure 6 shows the details of the production process that has been completed. The form consists of
production id, production date, product name, expected production amounts, production result amounts, and
the percentage of productivity.

Figure 6. Production Process Details

4.

CONCLUSION
The application prototype resulted from this research show an ability to assist the recording of
production data in real-time. The production department, warehouse management and owners can review
materials availability and view the final confirmations after the completion of the production process.
Owners can also gain information on the productivity level (in percentage). In addition, this application can
assist machine scheduling as aligned with the production system and raw material inventory level. The
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458 | Software Engineering and Design Track
application can send information to the owners in order to validate the production process that has been
carried out by sending short message services. With this service, owners can find out all production activities
regardless of their location.
Recommendation for further development of this application are as follows. This application can be
further developed as a real-time logistic information system. Further research is necessary to add an
accounting module in order to integrate the financial functions into the system. In such addition it is expected
that all activities can be controlled and computerize. Thus, the maintenance can be done periodically in an
efficient manner considering that there will be major increases in the amount of transactions in the future.
ACKNOWLEDGEMENTS
This paper cannot be completed without the generous help from Yenni Merlin Djajalaksana to
review and refine the writing and grammar of our article. We would like to thank her and express our highest
appreciation for her time and effort to get this publication ready.
REFERENCES
[1]
[2]
[3]
[4]
[5]
[6]

Sugiarto, T. Herlambang, Brastoro, R. Sudjana, S. Kelana, ―A study of Comprehensive Micro Economics,‖ Jakarta:
Gramedia Pustaka Utama, 2002.
D.J. Parsons and R.A. Phelps, "Production scheduling validity of high level supply chain models," Winter
Simulation Conference, vol. 2, pp. 560-564, 2001.
A. Silberschatz, P.B. Galvin, G. Gagne, ―Operating System Concepts‖, New York: John Wiley & Sons, Inc., β005.
L. Qiang, T.C. Khong, W.Y. San, W. Jianguo, C. Choy, "A Web-Based Material Requirements Planning Integrated
Application," Fifth IEEE International Enterprise Distributed Object Computing Conference , pp.0014, 2001.
P. Nagar, A.K. Gupta, V.P. Gupta, "Study of Enterprise Resource Planning Performance in Corporate Context,"
International Conference on Computational Intelligence and Communication Networks , pp. 698-701, 2011.
R. Pressman, ―Software Engineering: A Practitioner's Approach‖, New York: McGraw-Hill, Inc., 2007.

BIBLIOGRAPHY OF AUTHORS
Meliana Christianti J. Earned her master's degree from the Bandung Institute of Technology in
2011. Her research interest is to develop information systems in the academic and business areas.
She had published more than 10 papers in various national journals, seminars, and conferences.

Yogha Satya Utama Earned his bachelor degree from Maranatha Christian University in 2013.
His research interest is to develop business application using Java Programming Language.

Copyright © 2013 ISICO